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ARG BASE_IMAGE=nvcr.io/nvidia/tritonserver
ARG BASE_IMAGE_TAG=24.01-py3

FROM ${BASE_IMAGE}:${BASE_IMAGE_TAG} as tritonserver-stable-diffusion

RUN pip install --pre --upgrade --extra-index-url https://pypi.nvidia.com tensorrt-cu12==10.4.0

RUN git clone https://github.com/NVIDIA/TensorRT.git -b release/10.4 --single-branch /tmp/TensorRT

RUN pip3 install -r /tmp/TensorRT/demo/Diffusion/requirements.txt

RUN pip3 install tritonclient[all]

RUN mkdir -p /opt/tritonserver/backends/diffusion

RUN cp -rf /tmp/TensorRT/demo/Diffusion /opt/tritonserver/backends/diffusion/

COPY ./backend/diffusion/model.py /opt/tritonserver/backends/diffusion/model.py

COPY ./diffusion-models /workspace/diffusion-models
